Turn AI ambition into topline growth
AI-First Commercial Excellence is the framework Avaus implements with B2B leadership teams to pinpoint where your commercial engine is ready for AI, already enabled, and where it is quietly losing growth.
- B2B focus for simple to complex sales motions
- Diagnose, create plan, follow-up
- Decision support and framework for systematic improvement
AI is moving faster than most commercial operating models.
Pilots are everywhere. Impact on the P&L is not. The leaders pulling ahead are the ones who treat AI as a redesign of how revenue gets made, not a tool buy. This diagnostic gives your leadership team a shared scorecard to decide where to invest first.
Sales, marketing and ops finally argue from the same picture.
Five maturity levels per capability, scored per segment.
Bottlenecks are visible. Investment cases write themselves.
Three building blocks. One AI-first commercial engine.
Every AI-first commercial organisation rests on the same three pieces.
A live knowledge graph fed by meetings, CRM, content and signals. The shared memory your sellers, marketers and AI all draw from.
Plain-text, versioned descriptions of how revenue is made. Machine and human readable (i.e. not Powerpoint decks or Sharepoint pages). Portable across Salesforce, Microsoft, or any composable stack. Starting from Avaus' 80% ready Commercial Excellence framework - completed in tandem with your organization, step by step.
A Commercial Excellence process that draws inspiration from Kaizen and Lean, fuelled and accelerated with AI.
We put the structures in place, one step at a time.
Not a strategy deck, but structured progress and compounding impact from week one.
- Meeting transcripts from client calls systematically flow into the knowledge graph, with daily and weekly insight sweeps.
- 1:1 sales coaching transcripts capture sentiment in the sales floor and how managers actually coach.
- AI copilots for meeting prep, follow-ups and customer insights, embedded where sellers already work.
- First version of the commercial backbone written, reviewed and versioned with your leadership team.
From kickoff to investment case in three weeks.
- Scope
Pick the business units and segments in scope with leadership.
- Score
Interview, evidence, and rate each capability on a 1 to 5 scale.
- Compare
See where you’re strong, where you’re stuck, and where it hurts.
- Decide
Walk away with a prioritised AI-first ComEx roadmap.
AI-first Commercial Excellence Framework
14 commercial capabilities, grouped into three pillars. Each is described at five maturity levels, from manual to AI-native.
Choose the right markets, ambition and guardrails.
- 01Opportunity sizing rigor
- 02ICP and segmentation
- 03Target-setting and ambition
- 04GTM and channel strategy
- 05Commercial and AI risk
- 06AI governance and responsible use
Equip the org to execute with AI in the workflow.
- 07Org, roles and AI literacy
- 08Data and tech foundation
- 09Automation and AI in the workflow
- 10Sales excellence methodology
- 11Enablement and coaching
Measure, scale and learn continuously.
- 12Performance measurement and attribution
- 13Scaling and standardization
- 14Learning loops and roadmap
From manual to AI-native.
Each capability is rated on this five-rung ladder.
- 1ManualAd-hoc, spreadsheet-led, person-dependent.
- 2StructuredDefined process, consistent across teams.
- 3Data-drivenDecisions backed by reliable, shared data.
- 4AI-augmentedAI assists humans in the daily workflow.
- 5AI-nativeAI is the default; humans supervise and improve.